Table 3 Descriptive Statistics of Numeric Input Variables (Training Data)
Variable | N | Mean ± SD |
|---|---|---|
Diastolic Blood Pressure [mmHg] | 562,012 | 70.13 ± 14.42 |
Mean Arterial Blood Pressure [mmHg] | 562,012 | 96.72 ± 18.13 |
Mean Pulse [bpm] | 562,012 | 71.83 ± 11.08 |
Systolic Blood Pressure [mmHg] | 562,012 | 133.75 ± 24.27 |
Delivered equilibrated (E)Kt V | 415,498 | 0.62 ± 0.24 |
Mean Kecn | 539,626 | 252.38 ± 33.25 |
Projected single pool (sp)Kt V | 533,226 | 0.78 ± 0.54 |
First Plasma Na [mEq/L] | 537,453 | 140.24 ± 3.78 |
Body Volume [L] | 533,226 | 34.84 ± 8.46 |
Critline Relative Blood Volume Alert [%] | 601,210 | -12.42 ± 3.95 |
Relative blood volume (RBV) [%] | 601,210 | -4.16 ± 6.87 |
Changes in hematocrit [%] | 601,210 | 26.83 ± 15.42 |
Hemoglobin [g/dL] | 601,210 | 8.96 ± 5.33 |
Oxygen saturation [%] | 601,210 | 69.39 ± 39.25 |
Minimum Oxygen Saturation [%] | 601,210 | 88.37 ± 16.84 |
Oxygen Alert Level [%] | 601,210 | 68.29 ± 34.64 |
Blood Flow Rate [mL/min.] | 601,210 | 348.99 ± 142.23 |
Conductivity [mS/cm] | 601,210 | 13.7 ± 1.09 |
Dialysate Flow Rate [mL/min.] | 601,210 | 643.03 ± 182.94 |
Monitor Temp [°C] | 601,210 | 36.49 ± 0.88 |
Arterial Pressure [mmHg] | 601,210 | -162.43 ± 77.12 |
Dialysate Temperature [°C] | 601,210 | 32.86 ± 52.96 |
Venous Pressure [mmHg] | 601,210 | 156.84 ± 71.85 |
Ultrafiltration Rate [mL/Hr] | 601,210 | 550.6 ± 350.28 |
Blood Volume Processed [L] | 601,210 | 420.41 ± 271.47 |
Remaining Time on Dialysis [Min] | 601,210 | 95.46 ± 71.16 |
Ultrafiltration Goal [mL] | 601,210 | 2506.46 ± 1042.49 |
Ultrafiltration Volume Removed [mL] | 601,210 | 1280.32 ± 999.72 |
Age [Years] | 560,899 | 66.57 ± 14.35 |
Height [cm] | 535,433 | 168.1 ± 11 |
Most Recent Post-Dialysis Weight [Kg] | 552,865 | 80.12 ± 24.05 |
Most Recent Pre-Dialysis Weight [Kg] | 552,865 | 82.08 ± 24.55 |
Average 30 days post dialysis weight [Kg] | 552,865 | 80.06 ± 24.08 |
Average 30 days pre dialysis weight [Kg] | 552,865 | 82.03+/-24.59 |